Optima-CityU / llm4ad
LLM4AD: A Platform for Algorithm Design with Large Language Model
☆318Updated this week
Alternatives and similar repositories for llm4ad:
Users that are interested in llm4ad are comparing it to the libraries listed below
- A Collection on Large Language Models for Optimization☆226Updated 5 months ago
- Evolution of Heuristics☆150Updated 2 months ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆276Updated last week
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆173Updated last week
- A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.☆84Updated last month
- Large Language Model for MOEA☆47Updated 10 months ago
- ORLM: Training Large Language Models for Optimization Modeling☆124Updated 3 weeks ago
- A collection of MetaBBO papers and code sources☆40Updated 2 months ago
- MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning (https://proceedings.neurips.cc/paper_files/pap…☆111Updated this week
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆155Updated 6 months ago
- Useful relevant papers and open source codes for Data-Driven Evolutionary Algorithms (DDEAs)☆26Updated 3 weeks ago
- Official implementation of the paper "Chain-of-Experts: When LLMs Meet Complex Operation Research Problems"☆92Updated 2 months ago
- A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and …☆133Updated this week
- 顶不住的运筹优化☆177Updated 8 months ago
- ☆406Updated last year
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆67Updated 8 months ago
- The LLMOPT project offers a comprehensive set of resources, including the model, dataset, training framework, and inference code, enablin…☆53Updated this week
- Optimization Modeling Using mip Solvers and large language models☆184Updated 5 months ago
- [JMLR (CCF-A)] PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* variants (includ…☆236Updated this week
- ☆32Updated 6 months ago
- Research Papers and Code Repository on the Integration of Evolutionary Algorithms and Reinforcement Learning☆266Updated 8 months ago
- Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.☆244Updated last year
- Python implementation of SYMBOL☆13Updated last year
- ☆15Updated last year
- Multitask Optimization Platform (MToP): A MATLAB Optimization Platform for Evolutionary Multitasking☆146Updated this week
- A python library for the following Multiobjective Optimization Algorithms or Many Objectives Optimization Algorithms: C-NSGA II; CTAEA; …☆184Updated 3 months ago
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆82Updated 3 months ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆76Updated 3 months ago
- A Tutorial for DEAP☆37Updated last month
- Summary of Multitasking Optimization☆75Updated last year